A library for debugging/inspecting machine learning classifiers and explaining their predictions
A library for debugging/inspecting machine learning classifiers and explaining their predictions. It provides support for the following machine learning frameworks and packages: scikit-learn, Keras, xgboost, LightGBM, CatBoost, lightning, and sklearn-crfsuite. ELI5 also implements several algorithms for inspecting black-box models: TextExplainer and Permutation.
A library for debugging/inspecting machine learning classifiers and explaining their predictions. It provides support for the following machine learning frameworks and packages: scikit-learn, Keras, xgboost, LightGBM, CatBoost, lightning, and sklearn-crfsuite. ELI5 also implements several algorithms for inspecting black-box models: TextExplainer and Permutation.
To install py314-eli5, run the following command in macOS terminal (Applications->Utilities->Terminal)
sudo port install py314-eli5
To see what files were installed by py314-eli5, run:
port contents py314-eli5
To later upgrade py314-eli5, run:
sudo port selfupdate && sudo port upgrade py314-eli5
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